Kimi K3

Everything Fervor AI has published that touches Kimi K3 — 11 pieces, newest first.

• deltafin Runs a 2.8-Trillion-Parameter Model on One MacBook, Then Publishes the Six-Minute Wait

  The valuable result in deltafin's Kimi K3 run is not one token per second, it is the measurement showing that six-minute prefill is a scheduling cost of 6.2x read…

• Briefing · September 9, 2026 · morning

  The most useful numbers published in the last 24 hours are the ones that name where a thing stops working, and the people publishing them are the ones who gain least…

• WASTE Keeps a File of Everything It Got Wrong. Read docs/LEARNED.md Before You Read the Benchmark.

  WASTE's most checkable claim is not 0.6 tokens per second, it is docs/LEARNED.md, a dated append-only record of hypotheses the project measured and refuted, and in a…

• Briefing · August 3, 2026 · afternoon

  Three projects on today's board run frontier-scale models on machines that cannot hold them by streaming weights off NVMe, which moves the binding constraint on local…

• WASTE Runs Kimi K3's 2.78 Trillion Parameters on a Laptop, and the Bottleneck Moved to Your SSD

  WASTE proves a 2.78-trillion-parameter model no longer has to fit in RAM, but it relocated the constraint rather than removing it, from memory you cannot buy to 982 GiB…

• Briefing · August 2, 2026 · morning

  Streaming experts off disk instead of holding them in RAM went from one clever hack to the default architecture for running open frontier models locally, and the same…

• Briefing · July 28, 2026 · morning

  The release unit stopped being the model and became the runtime around it, with Moonshot shipping its training cluster alongside its weights on the same day MCP…

• Briefing · July 27, 2026 · morning

  Three institutions at three different layers, a protocol, a platform and a regulator, all shipped agent governance machinery inside the same ten days, while the…

• Briefing · July 26, 2026 · afternoon

  Two days before MCP ships the revision that makes agent tooling horizontally scalable, every fresh security finding says the same thing, which is that nothing above the…

• Briefing · July 26, 2026 · morning

  The agent became the threat actor this week, and the industry answered with governance products and legislation rather than containment.

• Briefing · July 19, 2026 · morning

  The frontier stalled and the scaffolding raced: a harness-engineering field guide trended, Claude Code rewrote permission checks, ChatGPT desktop added a Codex switcher,…